Numeric dataset Profile Report

Dataset statistics

Number of variables	29
Number of observations	406431
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	413
Duplicate rows (%)	0.1%
Total size in memory	89.9 MiB
Average record size in memory	232.0 B

Variable types

Numeric	24
Categorical	5

Alerts

Dataset has 413 (0.1%) duplicate rows	Duplicates
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 1 other fields	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO` and 1 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`TIPO` is highly correlated with `REGION` and 2 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 1 other fields	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO` and 1 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO`	High correlation
`COMISARIA` is highly correlated with `DIST_CIA` and 3 other fields	High correlation
`DIRECCION` is highly correlated with `DIST_CIA`	High correlation
`DIST_CIA` is highly correlated with `COMISARIA` and 7 other fields	High correlation
`DIST_HECHO` is highly correlated with `COMISARIA` and 5 other fields	High correlation
`DPTO_CIA` is highly correlated with `DIST_CIA` and 5 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DIST_CIA` and 5 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`MODALIDAD` is highly correlated with `SUB_TIPO`	High correlation
`PROV_CIA` is highly correlated with `COMISARIA` and 6 other fields	High correlation
`PROV_HECHO` is highly correlated with `COMISARIA` and 6 other fields	High correlation
`REGION` is highly correlated with `DIST_CIA` and 6 other fields	High correlation
`SUB_TIPO` is highly correlated with `MODALIDAD`	High correlation
`TIPO` is highly correlated with `REGION` and 3 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `REGION` and 2 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FEC_REGISTRO_DIA_SEM` is highly correlated with `FECHA_HORA_HECHO_DIA_SEM`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `FEC_REGISTRO_ANIO`	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`FECHA_HORA_HECHO_DIA_SEM` is highly correlated with `FEC_REGISTRO_DIA_SEM`	High correlation
`DPTO_CIA` has 4137 (1.0%) zeros	Zeros
`DPTO_HECHO` has 4066 (1.0%) zeros	Zeros
`EST_CIVIL` has 69121 (17.0%) zeros	Zeros
`REGION` has 4806 (1.2%) zeros	Zeros
`VIA` has 10550 (2.6%) zeros	Zeros
`FEC_REGISTRO_DIA_SEM` has 70685 (17.4%) zeros	Zeros
`FECHA_HORA_HECHO_DIA_SEM` has 62021 (15.3%) zeros	Zeros

Reproduction

Analysis started	2022-08-07 23:50:00.150617
Analysis finished	2022-08-07 23:52:41.059727
Duration	2 minutes and 40.91 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

COMISARIA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1041
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	490.0318701

Minimum	0
Maximum	1040
Zeros	1942
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	224
median	450
Q3	787
95-th percentile	997
Maximum	1040
Range	1040
Interquartile range (IQR)	563

Descriptive statistics

Standard deviation	306.1789456
Coefficient of variation (CV)	0.6248143524
Kurtosis	-1.243064837
Mean	490.0318701
Median Absolute Deviation (MAD)	243
Skewness	0.2397006913
Sum	199164143
Variance	93745.54671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
224	26982	6.6%
268	6268	1.5%
898	5375	1.3%
1005	4666	1.1%
76	4091	1.0%
843	3900	1.0%
231	3893	1.0%
328	3141	0.8%
390	2997	0.7%
454	2914	0.7%
Other values (1031)	342204	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1942	0.5%
1	896	0.2%
2	780	0.2%
3	976	0.2%
4	3	< 0.1%
5	46	< 0.1%
6	1305	0.3%
7	33	< 0.1%
8	189	< 0.1%
9	62	< 0.1%

Value	Count	Frequency (%)
1040	2	< 0.1%
1039	29	< 0.1%
1038	342	0.1%
1037	75	< 0.1%
1036	933	0.2%
1035	1000	0.2%
1034	2051	0.5%
1033	1358	0.3%
1032	487	0.1%
1031	28	< 0.1%

DERIVADA_FISCALIA
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.742785368

Minimum	0
Maximum	8
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	4
median	4
Q3	5
95-th percentile	7
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.367427868
Coefficient of variation (CV)	0.2883174678
Kurtosis	-0.5011545559
Mean	4.742785368
Median Absolute Deviation (MAD)	0
Skewness	1.02380823
Sum	1927615
Variance	1.869858973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4	280447	69.0%
7	92706	22.8%
5	10855	2.7%
3	10838	2.7%
8	6802	1.7%
2	3210	0.8%
6	1538	0.4%
1	32	< 0.1%
0	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	32	< 0.1%
2	3210	0.8%
3	10838	2.7%
4	280447	69.0%
5	10855	2.7%
6	1538	0.4%
7	92706	22.8%
8	6802	1.7%

Value	Count	Frequency (%)
8	6802	1.7%
7	92706	22.8%
6	1538	0.4%
5	10855	2.7%
4	280447	69.0%
3	10838	2.7%
2	3210	0.8%
1	32	< 0.1%
0	3	< 0.1%

DIRECCION
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1627
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	762.1546954

Minimum	0
Maximum	1626
Zeros	80
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	58
Q1	308
median	755
Q3	1173
95-th percentile	1532
Maximum	1626
Range	1626
Interquartile range (IQR)	865

Descriptive statistics

Standard deviation	485.2204308
Coefficient of variation (CV)	0.6366429725
Kurtosis	-1.26936693
Mean	762.1546954
Median Absolute Deviation (MAD)	426
Skewness	0.107796902
Sum	309763295
Variance	235438.8664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	4519	1.1%
1469	3949	1.0%
219	3893	1.0%
496	3861	0.9%
923	3823	0.9%
1061	3743	0.9%
539	3731	0.9%
658	2962	0.7%
289	2961	0.7%
114	2865	0.7%
Other values (1617)	370124	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	80	< 0.1%
1	209	0.1%
2	139	< 0.1%
3	181	< 0.1%
4	43	< 0.1%
5	24	< 0.1%
6	115	< 0.1%
7	251	0.1%
8	246	0.1%
9	11	< 0.1%

Value	Count	Frequency (%)
1626	58	< 0.1%
1625	93	< 0.1%
1624	47	< 0.1%
1623	23	< 0.1%
1622	2089	0.5%
1621	76	< 0.1%
1620	173	< 0.1%
1619	68	< 0.1%
1618	101	< 0.1%
1617	1	< 0.1%

DIST_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	791
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	380.2835758

Minimum	0
Maximum	790
Zeros	2209
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	41
Q1	156
median	357
Q3	620
95-th percentile	753
Maximum	790
Range	790
Interquartile range (IQR)	464

Descriptive statistics

Standard deviation	238.8140497
Coefficient of variation (CV)	0.6279893872
Kurtosis	-1.355147751
Mean	380.2835758
Median Absolute Deviation (MAD)	225
Skewness	0.08444590628
Sum	154559034
Variance	57032.15035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
620	15738	3.9%
41	10607	2.6%
357	10398	2.6%
78	10120	2.5%
372	9350	2.3%
174	7486	1.8%
137	7266	1.8%
528	6808	1.7%
756	6017	1.5%
755	6007	1.5%
Other values (781)	316634	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2209	0.5%
1	14	< 0.1%
2	2593	0.6%
3	49	< 0.1%
4	175	< 0.1%
5	62	< 0.1%
6	92	< 0.1%
7	77	< 0.1%
8	4	< 0.1%
9	15	< 0.1%

Value	Count	Frequency (%)
790	2	< 0.1%
789	27	< 0.1%
788	119	< 0.1%
787	62	< 0.1%
786	1001	0.2%
785	771	0.2%
784	535	0.1%
783	181	< 0.1%
782	385	0.1%
781	40	< 0.1%

DIST_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1331
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	660.6852184

Minimum	0
Maximum	1330
Zeros	2129
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	74
Q1	272
median	643
Q3	1041
95-th percentile	1274
Maximum	1330
Range	1330
Interquartile range (IQR)	769

Descriptive statistics

Standard deviation	400.9576373
Coefficient of variation (CV)	0.6068815015
Kurtosis	-1.331823043
Mean	660.6852184
Median Absolute Deviation (MAD)	398
Skewness	0.0009695883441
Sum	268522954
Variance	160767.0269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1041	15187	3.7%
74	10377	2.6%
130	9539	2.3%
1053	8934	2.2%
309	8296	2.0%
613	8267	2.0%
1274	6923	1.7%
897	6891	1.7%
643	6791	1.7%
1275	6683	1.6%
Other values (1321)	318543	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2129	0.5%
1	18	< 0.1%
2	2515	0.6%
3	48	< 0.1%
4	11	< 0.1%
5	12	< 0.1%
6	163	< 0.1%
7	5	< 0.1%
8	32	< 0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
1330	29	< 0.1%
1329	358	0.1%
1328	73	< 0.1%
1327	942	0.2%
1326	8	< 0.1%
1325	770	0.2%
1324	3	< 0.1%
1323	5	< 0.1%
1322	545	0.1%
1321	1	< 0.1%

DPTO_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.66510675

Minimum	0
Maximum	25
Zeros	4137
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	14
Q3	14
95-th percentile	22
Maximum	25
Range	25
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.839635837
Coefficient of variation (CV)	0.5006071495
Kurtosis	-0.4748146703
Mean	11.66510675
Median Absolute Deviation (MAD)	3
Skewness	-0.09890785154
Sum	4741061
Variance	34.10134671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
14	150157	36.9%
3	37812	9.3%
20	23054	5.7%
12	18826	4.6%
7	18718	4.6%
6	17907	4.4%
11	17488	4.3%
13	17194	4.2%
10	15576	3.8%
1	14658	3.6%
Other values (16)	75041	18.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4137	1.0%
1	14658	3.6%
2	6223	1.5%
3	37812	9.3%
4	5989	1.5%
5	9590	2.4%
6	17907	4.4%
7	18718	4.6%
8	1399	0.3%
9	6467	1.6%

Value	Count	Frequency (%)
25	3968	1.0%
24	4216	1.0%
23	7426	1.8%
22	5310	1.3%
21	7557	1.9%
20	23054	5.7%
19	1344	0.3%
18	4037	1.0%
17	2087	0.5%
16	167	< 0.1%

DPTO_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.79440299

Minimum	0
Maximum	26
Zeros	4066
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	14
Q3	14
95-th percentile	23
Maximum	26
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.069502702
Coefficient of variation (CV)	0.5146087266
Kurtosis	-0.3832476422
Mean	11.79440299
Median Absolute Deviation (MAD)	3
Skewness	0.03916860764
Sum	4793611
Variance	36.83886305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
14	149665	36.8%
3	38000	9.3%
21	23158	5.7%
12	18791	4.6%
7	18694	4.6%
6	17875	4.4%
11	17556	4.3%
13	17375	4.3%
10	15587	3.8%
1	14758	3.6%
Other values (17)	74972	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4066	1.0%
1	14758	3.6%
2	6169	1.5%
3	38000	9.3%
4	6051	1.5%
5	9569	2.4%
6	17875	4.4%
7	18694	4.6%
8	1405	0.3%
9	6448	1.6%

Value	Count	Frequency (%)
26	3979	1.0%
25	4222	1.0%
24	7454	1.8%
23	5349	1.3%
22	7578	1.9%
21	23158	5.7%
20	1369	0.3%
19	5	< 0.1%
18	4008	1.0%
17	2088	0.5%

EDAD
Real number (ℝ_≥0)

Distinct	58
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.54480096

Minimum	18
Maximum	75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	27
median	34
Q3	43
95-th percentile	57
Maximum	75
Range	57
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.30389395
Coefficient of variation (CV)	0.3180182091
Kurtosis	0.1629935235
Mean	35.54480096
Median Absolute Deviation (MAD)	8
Skewness	0.7227917953
Sum	14446509
Variance	127.7780183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	27482	6.8%
30	13452	3.3%
32	13287	3.3%
28	13284	3.3%
29	13165	3.2%
33	13042	3.2%
34	13034	3.2%
27	13014	3.2%
26	12769	3.1%
35	12647	3.1%
Other values (48)	261255	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	7228	1.8%
19	8266	2.0%
20	9364	2.3%
21	10213	2.5%
22	11032	2.7%
23	11754	2.9%
24	12183	3.0%
25	12280	3.0%
26	12769	3.1%
27	13014	3.2%

Value	Count	Frequency (%)
75	261	0.1%
74	367	0.1%
73	378	0.1%
72	443	0.1%
71	523	0.1%
70	586	0.1%
69	644	0.2%
68	670	0.2%
67	783	0.2%
66	901	0.2%

EST_CIVIL
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.023583339

Minimum	0
Maximum	5
Zeros	69121
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	4
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.619986378
Coefficient of variation (CV)	0.5357836038
Kurtosis	-0.6156782731
Mean	3.023583339
Median Absolute Deviation (MAD)	0
Skewness	-1.120524044
Sum	1228878
Variance	2.624355864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	290832	71.6%
0	69121	17.0%
1	36425	9.0%
3	5425	1.3%
2	3430	0.8%
5	1198	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69121	17.0%
1	36425	9.0%
2	3430	0.8%
3	5425	1.3%
4	290832	71.6%
5	1198	0.3%

Value	Count	Frequency (%)
5	1198	0.3%
4	290832	71.6%
3	5425	1.3%
2	3430	0.8%
1	36425	9.0%
0	69121	17.0%

LIBRO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.07677318

Minimum	0
Maximum	42
Zeros	12
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	18
median	25
Q3	25
95-th percentile	25
Maximum	42
Range	42
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.343138715
Coefficient of variation (CV)	0.2420253482
Kurtosis	4.669166998
Mean	22.07677318
Median Absolute Deviation (MAD)	0
Skewness	-1.960104817
Sum	8972685
Variance	28.54913133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
25	233602	57.5%
18	98431	24.2%
20	17699	4.4%
22	17059	4.2%
5	12513	3.1%
30	12301	3.0%
1	5996	1.5%
29	2384	0.6%
26	1365	0.3%
27	1053	0.3%
Other values (33)	4028	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	< 0.1%
1	5996	1.5%
2	8	< 0.1%
3	1041	0.3%
4	1	< 0.1%
5	12513	3.1%
6	151	< 0.1%
7	13	< 0.1%
8	701	0.2%
9	2	< 0.1%

Value	Count	Frequency (%)
42	2	< 0.1%
41	11	< 0.1%
40	1	< 0.1%
39	32	< 0.1%
38	1	< 0.1%
37	46	< 0.1%
36	1	< 0.1%
35	143	< 0.1%
34	1	< 0.1%
33	53	< 0.1%

MODALIDAD
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.233463983

Minimum	0
Maximum	6
Zeros	104
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	5
median	5
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8056133537
Coefficient of variation (CV)	0.1539350144
Kurtosis	0.6954187643
Mean	5.233463983
Median Absolute Deviation (MAD)	1
Skewness	-0.8770026305
Sum	2127042
Variance	0.6490128757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	177852	43.8%
5	155965	38.4%
4	64114	15.8%
3	6900	1.7%
2	1453	0.4%
0	104	< 0.1%
1	43	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	< 0.1%
1	43	< 0.1%
2	1453	0.4%
3	6900	1.7%
4	64114	15.8%
5	155965	38.4%
6	177852	43.8%

Value	Count	Frequency (%)
6	177852	43.8%
5	155965	38.4%
4	64114	15.8%
3	6900	1.7%
2	1453	0.4%
1	43	< 0.1%
0	104	< 0.1%

PROV_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	187
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.74086622

Minimum	0
Maximum	186
Zeros	3544
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	49
median	106
Q3	106
95-th percentile	174
Maximum	186
Range	186
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	47.60646711
Coefficient of variation (CV)	0.5189232353
Kurtosis	-0.7179301081
Mean	91.74086622
Median Absolute Deviation (MAD)	31
Skewness	-0.1525499981
Sum	37286332
Variance	2266.375711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106	139054	34.2%
11	31641	7.8%
27	17907	4.4%
174	13707	3.4%
46	13542	3.3%
140	13135	3.2%
61	10650	2.6%
80	9899	2.4%
91	7504	1.8%
166	7363	1.8%
Other values (177)	142029	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3544	0.9%
1	129	< 0.1%
2	123	< 0.1%
3	23	< 0.1%
4	771	0.2%
5	286	0.1%
6	1884	0.5%
7	6	< 0.1%
8	668	0.2%
9	22	< 0.1%

Value	Count	Frequency (%)
186	1092	0.3%
185	205	0.1%
184	599	0.1%
183	58	< 0.1%
182	338	0.1%
181	26	< 0.1%
180	876	0.2%
179	21	< 0.1%
178	1233	0.3%
177	1429	0.4%

PROV_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	190
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.48489165

Minimum	0
Maximum	189
Zeros	3493
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	49
median	107
Q3	107
95-th percentile	176
Maximum	189
Range	189
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	48.2700543
Coefficient of variation (CV)	0.5219236725
Kurtosis	-0.7167220799
Mean	92.48489165
Median Absolute Deviation (MAD)	31
Skewness	-0.1517261272
Sum	37588727
Variance	2329.998142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	138456	34.1%
11	31939	7.9%
26	17875	4.4%
176	14371	3.5%
46	13688	3.4%
141	13205	3.2%
62	10486	2.6%
81	10274	2.5%
92	7459	1.8%
168	7382	1.8%
Other values (180)	141296	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3493	0.9%
1	143	< 0.1%
2	119	< 0.1%
3	22	< 0.1%
4	773	0.2%
5	313	0.1%
6	1887	0.5%
7	5	< 0.1%
8	681	0.2%
9	22	< 0.1%

Value	Count	Frequency (%)
189	1068	0.3%
188	220	0.1%
187	571	0.1%
186	69	< 0.1%
185	341	0.1%
184	22	< 0.1%
183	794	0.2%
182	2	< 0.1%
181	27	< 0.1%
180	1255	0.3%

REGION
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	54
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.38239209

Minimum	0
Maximum	53
Zeros	4806
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	17
median	22
Q3	35
95-th percentile	49
Maximum	53
Range	53
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	12.84798921
Coefficient of variation (CV)	0.5061772416
Kurtosis	-0.6346923179
Mean	25.38239209
Median Absolute Deviation (MAD)	8
Skewness	0.5066307048
Sum	10316191
Variance	165.0708268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	105170	25.9%
44	39570	9.7%
12	28304	7.0%
25	15649	3.9%
20	13346	3.3%
14	13118	3.2%
21	12519	3.1%
19	11230	2.8%
17	11198	2.8%
15	11113	2.7%
Other values (44)	145214	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4806	1.2%
1	29	< 0.1%
2	2749	0.7%
3	2007	0.5%
4	3607	0.9%
5	1133	0.3%
6	2555	0.6%
7	775	0.2%
8	2628	0.6%
9	9883	2.4%

Value	Count	Frequency (%)
53	3091	0.8%
52	7467	1.8%
51	6117	1.5%
50	3120	0.8%
49	1386	0.3%
48	7519	1.9%
47	366	0.1%
46	1069	0.3%
45	2254	0.6%
44	39570	9.7%

SEXO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	327791
0	78640

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	406431
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

Most occurring characters

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406431	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	406431	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	406431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	327791	80.7%
0	78640	19.3%

SUB_TIPO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	404831
0	1600

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	406431
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

Most occurring characters

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406431	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	406431	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	406431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	404831	99.6%
0	1600	0.4%

TIPO
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

1	262187
0	144244

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	406431
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

Most occurring characters

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406431	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	406431	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	406431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	262187	64.5%
0	144244	35.5%

TIPO_DENUNCIA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

2	265750
0	105177
1	18979
3	16525

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	406431
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	2
3rd row	2
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

Most occurring characters

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406431	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	406431	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	406431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	265750	65.4%
0	105177	25.9%
1	18979	4.7%
3	16525	4.1%

UBICACION
Real number (ℝ_≥0)

Distinct	379092
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189711.8238

Minimum	0
Maximum	379091
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	19212.5
Q1	95311
median	189880
Q3	284768.5
95-th percentile	359388.5
Maximum	379091
Range	379091
Interquartile range (IQR)	189457.5

Descriptive statistics

Standard deviation	108989.4476
Coefficient of variation (CV)	0.5745000255
Kurtosis	-1.195043607
Mean	189711.8238
Median Absolute Deviation (MAD)	94735
Skewness	-0.005852900989
Sum	7.710476628 × 10¹⁰
Variance	1.187869969 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
329776	156	< 0.1%
91801	141	< 0.1%
296772	134	< 0.1%
335129	109	< 0.1%
332160	104	< 0.1%
263772	101	< 0.1%
271864	98	< 0.1%
300618	98	< 0.1%
137959	95	< 0.1%
3922	90	< 0.1%
Other values (379082)	405305	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
379091	1	< 0.1%
379090	1	< 0.1%
379089	2	< 0.1%
379088	1	< 0.1%
379087	2	< 0.1%
379086	1	< 0.1%
379085	1	< 0.1%
379084	1	< 0.1%
379083	1	< 0.1%
379082	1	< 0.1%

VIA
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.736004389

Minimum	0
Maximum	15
Zeros	10550
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	10
Q3	10
95-th percentile	10
Maximum	15
Range	15
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.652851877
Coefficient of variation (CV)	0.4721884443
Kurtosis	-0.8072955462
Mean	7.736004389
Median Absolute Deviation (MAD)	0
Skewness	-0.7110922454
Sum	3144152
Variance	13.34332684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
10	234895	57.8%
2	62288	15.3%
3	34497	8.5%
8	30260	7.4%
0	10550	2.6%
13	8068	2.0%
6	7644	1.9%
15	6862	1.7%
5	3944	1.0%
7	2850	0.7%
Other values (6)	4573	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10550	2.6%
1	1277	0.3%
2	62288	15.3%
3	34497	8.5%
4	1212	0.3%
5	3944	1.0%
6	7644	1.9%
7	2850	0.7%
8	30260	7.4%
9	169	< 0.1%

Value	Count	Frequency (%)
15	6862	1.7%
14	780	0.2%
13	8068	2.0%
12	656	0.2%
11	479	0.1%
10	234895	57.8%
9	169	< 0.1%
8	30260	7.4%
7	2850	0.7%
6	7644	1.9%

PAIS_NATAL
Real number (ℝ_≥0)

Distinct	153
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	106.0292448

Minimum	0
Maximum	152
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	106
Q1	106
median	106
Q3	106
95-th percentile	106
Maximum	152
Range	152
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.551754238
Coefficient of variation (CV)	0.04292923377
Kurtosis	225.8857469
Mean	106.0292448
Median Absolute Deviation (MAD)	0
Skewness	-7.380304206
Sum	43093572
Variance	20.71846664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106	403298	99.2%
147	1246	0.3%
145	660	0.2%
37	200	< 0.1%
6	105	< 0.1%
51	88	< 0.1%
30	76	< 0.1%
144	52	< 0.1%
18	50	< 0.1%
60	49	< 0.1%
Other values (143)	607	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	< 0.1%
1	14	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	105	< 0.1%
7	10	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
152	1	< 0.1%
151	3	< 0.1%
150	1	< 0.1%
149	1	< 0.1%
148	1	< 0.1%
147	1246	0.3%
146	1	< 0.1%
145	660	0.2%
144	52	< 0.1%
143	13	< 0.1%

FEC_REGISTRO_ANIO
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

2019	184270
2018	83017
2017	78792
2016	60350
2014	2

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	1625724
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2016
2nd row	2016
3rd row	2016
4th row	2016
5th row	2016

Common Values

Value	Count	Frequency (%)
2019	184270	45.3%
2018	83017	20.4%
2017	78792	19.4%
2016	60350	14.8%
2014	2	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2019	184270	45.3%
2018	83017	20.4%
2017	78792	19.4%
2016	60350	14.8%
2014	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	406431	25.0%
0	406431	25.0%
1	406431	25.0%
9	184270	11.3%
8	83017	5.1%
7	78792	4.8%
6	60350	3.7%
4	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1625724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	406431	25.0%
0	406431	25.0%
1	406431	25.0%
9	184270	11.3%
8	83017	5.1%
7	78792	4.8%
6	60350	3.7%
4	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	1625724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	406431	25.0%
0	406431	25.0%
1	406431	25.0%
9	184270	11.3%
8	83017	5.1%
7	78792	4.8%
6	60350	3.7%
4	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1625724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	406431	25.0%
0	406431	25.0%
1	406431	25.0%
9	184270	11.3%
8	83017	5.1%
7	78792	4.8%
6	60350	3.7%
4	2	< 0.1%

FEC_REGISTRO_MES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.10687915

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.540079265
Coefficient of variation (CV)	0.5796871327
Kurtosis	-1.239482606
Mean	6.10687915
Median Absolute Deviation (MAD)	3
Skewness	0.2049469039
Sum	2482025
Variance	12.5321612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	41468	10.2%
1	40136	9.9%
5	39766	9.8%
2	39523	9.7%
4	39074	9.6%
11	33932	8.3%
12	33689	8.3%
10	31268	7.7%
6	30505	7.5%
7	27880	6.9%
Other values (2)	49190	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	40136	9.9%
2	39523	9.7%
3	41468	10.2%
4	39074	9.6%
5	39766	9.8%
6	30505	7.5%
7	27880	6.9%
8	27787	6.8%
9	21403	5.3%
10	31268	7.7%

Value	Count	Frequency (%)
12	33689	8.3%
11	33932	8.3%
10	31268	7.7%
9	21403	5.3%
8	27787	6.8%
7	27880	6.9%
6	30505	7.5%
5	39766	9.8%
4	39074	9.6%
3	41468	10.2%

FEC_REGISTRO_DIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.73254255

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.755590138
Coefficient of variation (CV)	0.5565273453
Kurtosis	-1.181069495
Mean	15.73254255
Median Absolute Deviation (MAD)	8
Skewness	0.007484594357
Sum	6394193
Variance	76.66035867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
15	14020	3.4%
18	13939	3.4%
4	13838	3.4%
17	13748	3.4%
16	13650	3.4%
20	13598	3.3%
19	13550	3.3%
11	13550	3.3%
26	13508	3.3%
22	13505	3.3%
Other values (21)	269525	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12621	3.1%
2	13353	3.3%
3	13000	3.2%
4	13838	3.4%
5	13502	3.3%
6	13285	3.3%
7	13249	3.3%
8	13411	3.3%
9	13218	3.3%
10	12778	3.1%

Value	Count	Frequency (%)
31	8066	2.0%
30	11678	2.9%
29	12102	3.0%
28	13496	3.3%
27	13210	3.3%
26	13508	3.3%
25	13082	3.2%
24	12910	3.2%
23	13026	3.2%
22	13505	3.3%

FEC_REGISTRO_DIA_SEM
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.778978474

Minimum	0
Maximum	6
Zeros	70685
Zeros (%)	17.4%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.011661519
Coefficient of variation (CV)	0.7238852473
Kurtosis	-1.229345681
Mean	2.778978474
Median Absolute Deviation (MAD)	2
Skewness	0.1445645785
Sum	1129463
Variance	4.046782069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	70685	17.4%
1	62428	15.4%
2	60698	14.9%
3	57709	14.2%
4	54292	13.4%
6	52249	12.9%
5	48370	11.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	70685	17.4%
1	62428	15.4%
2	60698	14.9%
3	57709	14.2%
4	54292	13.4%
5	48370	11.9%
6	52249	12.9%

Value	Count	Frequency (%)
6	52249	12.9%
5	48370	11.9%
4	54292	13.4%
3	57709	14.2%
2	60698	14.9%
1	62428	15.4%
0	70685	17.4%

FECHA_HORA_HECHO_ANIO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.952371

Minimum	1990
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1990
5-th percentile	2016
Q1	2017
median	2018
Q3	2019
95-th percentile	2019
Maximum	2019
Range	29
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.129988597
Coefficient of variation (CV)	0.0005599679227
Kurtosis	2.191699247
Mean	2017.952371
Median Absolute Deviation (MAD)	1
Skewness	-0.7546777071
Sum	820158400
Variance	1.27687423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2019	183883	45.2%
2018	82180	20.2%
2017	78611	19.3%
2016	61079	15.0%
2015	584	0.1%
2014	33	< 0.1%
2013	12	< 0.1%
2012	11	< 0.1%
2011	8	< 0.1%
2007	7	< 0.1%
Other values (11)	23	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1990	2	< 0.1%
1997	1	< 0.1%
2000	1	< 0.1%
2001	1	< 0.1%
2002	2	< 0.1%
2003	1	< 0.1%
2004	4	< 0.1%
2006	5	< 0.1%
2007	7	< 0.1%
2008	2	< 0.1%

Value	Count	Frequency (%)
2019	183883	45.2%
2018	82180	20.2%
2017	78611	19.3%
2016	61079	15.0%
2015	584	0.1%
2014	33	< 0.1%
2013	12	< 0.1%
2012	11	< 0.1%
2011	8	< 0.1%
2010	2	< 0.1%

FECHA_HORA_HECHO_MES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.061358509

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.545933345
Coefficient of variation (CV)	0.5850063711
Kurtosis	-1.241209798
Mean	6.061358509
Median Absolute Deviation (MAD)	3
Skewness	0.2106225906
Sum	2463524
Variance	12.57364329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	42413	10.4%
3	42064	10.3%
2	39471	9.7%
4	38787	9.5%
5	38446	9.5%
11	34018	8.4%
12	32339	8.0%
10	31064	7.6%
6	30625	7.5%
7	27878	6.9%
Other values (2)	49326	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	42413	10.4%
2	39471	9.7%
3	42064	10.3%
4	38787	9.5%
5	38446	9.5%
6	30625	7.5%
7	27878	6.9%
8	27137	6.7%
9	22189	5.5%
10	31064	7.6%

Value	Count	Frequency (%)
12	32339	8.0%
11	34018	8.4%
10	31064	7.6%
9	22189	5.5%
8	27137	6.7%
7	27878	6.9%
6	30625	7.5%
5	38446	9.5%
4	38787	9.5%
3	42064	10.3%

FECHA_HORA_HECHO_DIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.53156624

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	15
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.785783002
Coefficient of variation (CV)	0.5656726993
Kurtosis	-1.183793609
Mean	15.53156624
Median Absolute Deviation (MAD)	8
Skewness	0.02010296669
Sum	6312510
Variance	77.18998295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	15192	3.7%
15	14179	3.5%
3	13926	3.4%
17	13918	3.4%
25	13664	3.4%
4	13647	3.4%
18	13607	3.3%
14	13599	3.3%
10	13592	3.3%
20	13534	3.3%
Other values (21)	267573	65.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	15192	3.7%
2	13390	3.3%
3	13926	3.4%
4	13647	3.4%
5	13283	3.3%
6	13230	3.3%
7	13297	3.3%
8	13126	3.2%
9	13017	3.2%
10	13592	3.3%

Value	Count	Frequency (%)
31	7084	1.7%
30	11571	2.8%
29	11668	2.9%
28	13090	3.2%
27	13114	3.2%
26	13199	3.2%
25	13664	3.4%
24	13114	3.2%
23	12619	3.1%
22	12770	3.1%

FECHA_HORA_HECHO_DIA_SEM
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.123583093

Minimum	0
Maximum	6
Zeros	62021
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.109505325
Coefficient of variation (CV)	0.6753479137
Kurtosis	-1.355535663
Mean	3.123583093
Median Absolute Deviation (MAD)	2
Skewness	-0.05312313012
Sum	1269521
Variance	4.450012717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	79158	19.5%
0	62021	15.3%
5	55642	13.7%
1	54456	13.4%
2	53689	13.2%
3	51331	12.6%
4	50134	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	62021	15.3%
1	54456	13.4%
2	53689	13.2%
3	51331	12.6%
4	50134	12.3%
5	55642	13.7%
6	79158	19.5%

Value	Count	Frequency (%)
6	79158	19.5%
5	55642	13.7%
4	50134	12.3%
3	51331	12.6%
2	53689	13.2%
1	54456	13.4%
0	62021	15.3%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	MODALIDAD	PROV_CIA	PROV_HECHO	REGION	SEXO	SUB_TIPO	TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM
0	371	4	283	252	453	12	12	32	1	1	2	174	176	20	1	0	1	0	307892	10	106	2016	1	1	4	2016	1	1	4
1	311	4	539	78	130	6	6	40	4	25	2	27	26	14	1	0	1	2	243134	10	106	2016	1	2	5	2016	1	1	4
2	431	7	1181	376	651	14	14	28	1	25	2	106	107	22	0	0	1	2	299682	10	106	2016	1	3	6	2016	1	2	5
3	598	7	330	450	772	3	3	55	4	22	6	28	27	12	1	1	1	2	10956	4	106	2016	1	3	6	2015	12	26	5
4	664	4	872	496	847	10	10	21	4	18	4	91	92	19	0	1	1	0	143473	3	106	2016	1	4	0	2016	4	11	0
5	715	4	515	545	921	14	14	30	4	25	5	106	107	22	1	1	1	2	256480	8	106	2016	1	4	0	2016	1	4	0
6	451	4	1179	328	574	12	12	25	4	25	5	174	176	20	1	1	1	2	245454	10	106	2016	1	4	0	2016	1	4	0
7	458	4	1095	141	241	1	1	46	0	30	4	158	159	9	1	1	1	3	178323	2	106	2016	1	4	0	2015	12	31	3
8	974	4	985	755	1274	14	14	35	0	25	4	106	107	22	1	1	1	2	255654	10	106	2016	1	4	0	2016	1	3	6
9	523	4	133	629	1056	14	14	34	4	25	6	106	107	22	1	1	1	2	216656	3	106	2016	1	4	0	2016	1	1	4

Last rows

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	MODALIDAD	PROV_CIA	PROV_HECHO	REGION	SEXO	SUB_TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM
406421	917	7	97	701	1181	23	24	31	4	18	6	166	168	52	1	1	0	208409	10	106	2019	12	31	1	2019	12	31	1
406422	918	4	1476	701	1181	23	24	52	4	20	4	166	168	52	1	1	1	106779	10	106	2019	12	23	0	2019	12	22	6
406423	918	4	1476	701	1181	23	24	41	0	20	4	166	168	52	1	1	1	329029	10	106	2019	12	30	0	2019	12	29	6
406424	918	4	1476	701	1181	23	24	50	4	20	6	166	168	52	1	1	1	350872	10	106	2019	12	16	0	2019	12	15	6
406425	918	4	1476	701	1181	23	24	36	4	18	6	166	168	52	1	1	0	108447	10	106	2019	12	18	2	2019	12	17	1
406426	918	4	1476	701	1181	23	24	56	4	18	6	166	168	52	1	1	0	98005	10	106	2019	12	22	6	2019	7	31	2
406427	918	7	1476	701	1181	23	24	59	4	18	6	166	168	52	1	1	0	76704	10	106	2019	12	26	3	2019	12	25	2
406428	918	4	1476	701	1181	23	24	30	4	20	6	166	168	52	1	1	1	102170	10	106	2019	12	30	0	2019	12	26	3
406429	918	7	1476	701	1181	23	24	22	4	18	6	166	168	52	1	1	0	137036	10	106	2019	12	31	1	2019	12	31	1
406430	937	4	676	714	1198	23	24	38	4	18	4	170	172	52	1	1	0	135769	10	106	2019	12	9	0	2019	11	25	0

Most frequently occurring

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	MODALIDAD	PROV_CIA	PROV_HECHO	REGION	SEXO	SUB_TIPO	TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM	# duplicates
381	967	7	1338	737	1249	3	3	40	4	25	6	11	11	12	1	1	1	2	194083	10	106	2018	3	19	0	2018	3	17	5	4
53	127	4	755	113	182	3	3	28	4	26	5	11	11	12	1	1	1	2	336271	10	106	2016	7	23	5	2016	7	22	4	3
92	219	4	1373	508	862	3	3	43	1	25	5	11	11	31	1	1	0	2	64222	10	106	2019	6	13	3	2019	6	7	4	3
97	224	4	207	137	232	13	13	21	4	25	6	46	46	21	1	1	1	2	262879	3	106	2019	1	30	2	2019	1	29	1	3
104	224	4	850	701	1181	23	24	61	0	18	6	166	168	52	1	1	1	0	292222	3	106	2016	8	31	2	2016	8	26	4	3
148	275	4	1006	250	450	8	8	31	4	25	6	79	80	16	1	1	1	2	60470	2	106	2016	8	8	0	2016	8	6	5	3
154	322	4	1061	579	974	14	14	34	4	25	6	106	107	22	1	1	1	2	222607	10	106	2018	4	11	2	2018	4	8	6	3
197	423	4	1535	304	537	11	11	22	4	25	5	95	96	17	1	1	1	2	177273	8	106	2016	11	23	2	2016	11	23	2	3
298	722	7	285	549	925	14	14	27	0	25	4	106	107	22	1	1	1	2	127372	10	106	2018	3	21	2	2018	3	21	2	3
308	789	4	1137	204	368	14	14	47	1	18	6	106	107	22	1	1	1	0	69858	10	106	2019	1	24	3	2019	1	24	3	3

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring